Git and GitHub for version management and efficient collaboration
Conda environment for R package version management
Quarto presentation for slideshow
ggplotly for interactive ggplot plots
Data simulation for evaluating the performance
Data simulation
simulate_data <-function(from =0, to =20, step =0.1, signal = sin, noise = rnorm) { x <-seq(from, to, step) data_y <-signal(x) y <- data_y +noise(x)structure(list(df =data.frame(x = x, y = y), real = data_y), class ="simulation_data")}# Examplesimulate_data(from=0,to=5,step=1,signal=sin,noise=rnorm)